Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 0.156670 0.171606 0.187872 0.206996 0.228985 0.253624 0.283528
2025-06-01 0.129163 0.149038 0.172380 0.202199 0.239848 0.286603 0.350385
2025-06-08 0.113509 0.135870 0.163596 0.201290 0.252502 0.321738 0.426397
2025-06-15 0.103454 0.127424 0.158451 0.202830 0.266988 0.360493 0.516065
2025-06-22 0.092165 0.115747 0.147186 0.193797 0.264287 0.372984 0.568018
2025-06-29 0.083831 0.107015 0.138708 0.187174 0.263446 0.387255 0.625868
2025-07-06 0.077524 0.100403 0.132388 0.182688 0.264816 0.404785 0.694240
2025-07-13 0.074815 0.098529 0.132555 0.187875 0.282320 0.453367 0.841104
2025-07-20 0.072789 0.097401 0.133611 0.194434 0.303022 0.512458 1.037193
2025-07-27 0.070799 0.096120 0.134240 0.200243 0.323215 0.575565 1.277181
2025-08-03 0.068723 0.094519 0.134167 0.204755 0.341629 0.639858 1.562130
2025-08-10 0.065613 0.091100 0.130875 0.203171 0.347671 0.677581 1.790928
2025-08-17 0.061302 0.085640 0.124001 0.194684 0.338844 0.678620 1.898410
2025-08-24 0.058233 0.081984 0.119892 0.190964 0.339741 0.705360 2.133486
2025-08-31 0.055977 0.079487 0.117537 0.190285 0.347166 0.751996 2.505973
2025-09-07 0.054278 0.077777 0.116378 0.191745 0.359638 0.817286 3.060521
2025-09-14 0.051119 0.073516 0.110526 0.183403 0.347917 0.806712 3.180099
2025-09-21 0.048540 0.070095 0.105960 0.177274 0.340755 0.809069 3.395259
2025-09-28 0.046448 0.067390 0.102507 0.173118 0.337892 0.825003 3.737863
2025-10-05 0.045841 0.067130 0.103381 0.177924 0.358264 0.927471 4.990499
2025-10-12 0.045429 0.067170 0.104790 0.183994 0.383194 1.059544 7.067733
2025-10-19 0.044925 0.067019 0.105824 0.189366 0.407461 1.203955 10.255622
2025-10-26 0.044280 0.066586 0.106296 0.193534 0.429309 1.352999 15.116575